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Ashwin Kalyan
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CSTS: Conditional Semantic Textual Similarity


May 24, 2023
Ameet Deshpande, Carlos E. Jimenez, Howard Chen, Vishvak Murahari, Victoria Graf, Tanmay Rajpurohit, Ashwin Kalyan, Danqi Chen, Karthik Narasimhan

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Anthropomorphization of AI: Opportunities and Risks


May 24, 2023
Ameet Deshpande, Tanmay Rajpurohit, Karthik Narasimhan, Ashwin Kalyan

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RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs


May 15, 2023
Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon

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* ACL 2023 
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ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance


May 13, 2023
Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth

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* Front. Big Data, 09 January 2023, Sec. Data Science, Volume 5 - 2022 
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Toxicity in ChatGPT: Analyzing Persona-assigned Language Models


Apr 11, 2023
Ameet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan

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SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers


Nov 29, 2022
Ameet Deshpande, Md Arafat Sultan, Anthony Ferritto, Ashwin Kalyan, Karthik Narasimhan, Avirup Sil

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Lila: A Unified Benchmark for Mathematical Reasoning


Oct 31, 2022
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan

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* EMNLP 2022 
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Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning


Sep 29, 2022
Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan

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* 24 pages, 18 figures, 8 tables. The data and code will be available at https://tabmwp.github.io 
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Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering


Sep 20, 2022
Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan

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* Accepted to NeurIPS 2022. 21 pages, 17 figures, 9 tables 
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NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks


Apr 12, 2022
Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Sachdeva, Peter Clark, Chitta Baral, Ashwin Kalyan

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* ACL 2022 
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